Available for ambitious builds
Applied AI & systems engineer

MUHAMMAD
QASIM AYYAZ.

Building real-time spatial platforms, applied LLM workflows, and high-concurrency full-stack applications in Qatar.

Scroll to selected work
[01] Selected work

Systems built for the real world.

Four products spanning spatial coordination, property infrastructure, regulatory AI, and industrial intelligence. Each is grounded in measurable engineering outcomes.

Real-time mobility platform /01

Rendezvous Motors

A map-based car community platform for live meetup discovery, verified groups, and real-time convoy coordination. Built for resilient multi-device use with proximity checks, private permissions, and leader heartbeat expiry.

React Native Expo Router Bun Hono SQLite Prisma
Real estate marketplace /02

EstateHub

A production-minded marketplace for Qatar property listings, live viewing bookings, seller dashboards, and membership-gated inventory. Security work included JWT role management, audited RLS policies, and database-level double-booking constraints.

React 18 TypeScript Vite Supabase PostgreSQL Vercel
Top 3 of 80+ global teams /03

Muwafeq: AIX Hackathon

A fintech regulatory compliance platform that converts hard-coded frameworks into an interactive readiness evaluator. The system achieved 87.5% precision by integrating GPT-4o mini with real-time multilingual dashboards.

Python Streamlit GPT-4o mini NLP Fintech Multilingual
Oil & gas operational intelligence /04

Petroleum AI

A multivariate anomaly-detection pipeline for high-frequency industrial sensor data using Isolation Forest and StandardScaler. Its dashboard surfaces pressure curves, anomaly scores, and risk zones for faster engineering decisions.

Python Pandas NumPy Scikit-learn Streamlit Isolation Forest
[02] Profile / CV

Depth, not decoration.

A foundation in systems, data, and product engineering, sharpened through live builds, model evaluation, research, and competitive AI programs.

[01]Technical arsenal
Applied AI
LLMs Hugging Face Transformers NLP Evaluation Anomaly Detection Pandas NumPy
Product engineering
Python TypeScript React Native React Hono Bun Streamlit Tailwind CSS
Cloud & systems
AWS Supabase PostgreSQL SQLite Prisma Nginx Linux/Unix Distributed Systems
Specialist
NVIDIA 6G Aerial RAN Omniverse Digital Twin GIS Isolation Forest Git Bash
[02]Experience
  1. 01

    Rendezvous Motors

    Founder & Developer

    Building and testing a real-time, map-based car community product from architecture through multi-device validation. Owns authentication, spatial data modelling, convoy coordination, and launch readiness.

    Feb 2026 to present
  2. 02

    Global AIX Hackathon Qatar

    AI & Development Lead, Top 3 Contestant

    Led AI and full-stack delivery of a fintech regulatory compliance platform. Presented the finalist product to judges from Ooredoo Qatar, QDB, and Snoonu.

    Oct 2025
    Doha, Qatar
  3. 03

    Mindrift

    AI Data & Evaluation Engineer

    Creates labelled datasets and structured evaluations for LLM reasoning and decision-making tasks. Performs QA for safety, accuracy, behavioural consistency, and multi-step logical alignment.

    Oct 2025 to present
    Remote · Project-based contract
  4. 04

    Rock River Research Ltd

    Intern, AI Research

    Integrated LLM-powered summarization and semantic search into the Pearl Knowledge System; evaluated retrieval pipelines and prototyped applied NLP for enterprise knowledge management.

    Jun to Aug 2025
  5. 05

    Outlier AI

    AI Model Evaluation Engineer

    Evaluates LLM-generated code in Python, Java, and C++ for correctness, efficiency, and logical consistency; designs test workflows and contributes insights for alignment.

    Nov 2024 to present
    Remote · Project-based contract
[03]Education & Vocational Training
Education

University of Aberdeen

B.Sc. (Hons.) in Business Management & Information Systems, expected May 2027 · Doha, Qatar

New · Sep to Dec 2026

GCI World — Matsuo-Iwasawa Laboratory, The University of Tokyo

Accepted participant in a three-month data-science program covering Python, NumPy, Pandas, data cleaning, Matplotlib, SQL, business applications of data science, machine learning, model evaluation, and time-series analysis.

Sep to Dec 2025

Samsung Innovation Campus — Artificial Intelligence Program

Completed 240+ hours of structured training across machine learning, deep learning, NLP, and cloud-based AI deployment; built a customer-complaint classification capstone with 92%+ validation accuracy.

[04]Certifications
May 2026

NVIDIA 6G Developer Program

Selected member with access to Aerial CUDA-Accelerated RAN, Aerial Omniverse Digital Twin, and NVIDIA NGC cloud infrastructure.

Apr 2026

Introduction to Modern AI

Cisco certification.

Apr 2026

Python Essentials 1 & 2

Cisco certification.

Dec 2025

AWS Cloud Solutions Architect

Professional Certificate, Coursera.

University of Aberdeen

Highest Grade in Databases & Data Management

SQL, ER modelling, data warehousing, spatial data management, data analysis, and dashboards.

University of Aberdeen

Highest Grade in Algorithms & Programming

Python, Java, data structures, algorithms, recursion, modular programming, and scientific computing.

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I'm interested in applied AI, real-time systems, and product work where technical depth creates a tangible edge.